Pandas Profiling Report

Dataset statistics

Number of variables	16
Number of observations	2297
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	287.2 KiB
Average record size in memory	128.1 B

Variable types

Numeric	16

Alerts

`df_index` is highly correlated with `Run` and 8 other fields	High correlation
`Run` is highly correlated with `df_index` and 8 other fields	High correlation
`Reboiler duty (W)` is highly correlated with `CO2 emitted while capturing (kmol/hr)` and 1 other fields	High correlation
`Solvent circulation (kmol/hr)` is highly correlated with `CO2 captured (kmol/hr)` and 3 other fields	High correlation
`CO2 in feed (kmol/hr)` is highly correlated with `df_index` and 9 other fields	High correlation
`Reboiler emission/capture emissions` is highly correlated with `df_index` and 7 other fields	High correlation
`CO2 captured (kmol/hr)` is highly correlated with `Solvent circulation (kmol/hr)` and 9 other fields	High correlation
`CO2 emitted while capturing (kmol/hr)` is highly correlated with `Reboiler duty (W)` and 4 other fields	High correlation
`CO2 net captured (kmol/hr)` is highly correlated with `Solvent circulation (kmol/hr)` and 9 other fields	High correlation
`CO2 net captured (%)` is highly correlated with `df_index` and 2 other fields	High correlation
`MWh/ton CO2 net captured` is highly correlated with `df_index` and 9 other fields	High correlation
`CO2 emitted/captured (%)` is highly correlated with `df_index` and 9 other fields	High correlation
`CO2 conc. To storage (mol%)` is highly correlated with `df_index` and 8 other fields	High correlation
`CO2 in feed (mol%)` is highly correlated with `df_index` and 9 other fields	High correlation
`CO2 in acid gas (kmol/hr)` is highly correlated with `df_index` and 8 other fields	High correlation
`CO2 from reboiler (kmol/hr)` is highly correlated with `Reboiler duty (W)` and 1 other fields	High correlation
`df_index` is highly correlated with `Run` and 8 other fields	High correlation
`Run` is highly correlated with `df_index` and 8 other fields	High correlation
`Reboiler duty (W)` is highly correlated with `df_index` and 4 other fields	High correlation
`Solvent circulation (kmol/hr)` is highly correlated with `Reboiler duty (W)` and 5 other fields	High correlation
`CO2 in feed (kmol/hr)` is highly correlated with `df_index` and 8 other fields	High correlation
`Reboiler emission/capture emissions` is highly correlated with `df_index` and 5 other fields	High correlation
`CO2 captured (kmol/hr)` is highly correlated with `Solvent circulation (kmol/hr)` and 5 other fields	High correlation
`CO2 emitted while capturing (kmol/hr)` is highly correlated with `Reboiler duty (W)` and 4 other fields	High correlation
`CO2 net captured (kmol/hr)` is highly correlated with `Solvent circulation (kmol/hr)` and 7 other fields	High correlation
`CO2 net captured (%)` is highly correlated with `df_index` and 2 other fields	High correlation
`MWh/ton CO2 net captured` is highly correlated with `CO2 emitted/captured (%)`	High correlation
`CO2 emitted/captured (%)` is highly correlated with `df_index` and 7 other fields	High correlation
`CO2 conc. To storage (mol%)` is highly correlated with `CO2 in feed (kmol/hr)` and 4 other fields	High correlation
`CO2 in feed (mol%)` is highly correlated with `df_index` and 8 other fields	High correlation
`CO2 in acid gas (kmol/hr)` is highly correlated with `df_index` and 7 other fields	High correlation
`CO2 from reboiler (kmol/hr)` is highly correlated with `df_index` and 4 other fields	High correlation
`df_index` is highly correlated with `Run` and 6 other fields	High correlation
`Run` is highly correlated with `df_index` and 6 other fields	High correlation
`Reboiler duty (W)` is highly correlated with `CO2 emitted while capturing (kmol/hr)` and 1 other fields	High correlation
`Solvent circulation (kmol/hr)` is highly correlated with `CO2 emitted while capturing (kmol/hr)` and 1 other fields	High correlation
`CO2 in feed (kmol/hr)` is highly correlated with `df_index` and 8 other fields	High correlation
`Reboiler emission/capture emissions` is highly correlated with `MWh/ton CO2 net captured` and 1 other fields	High correlation
`CO2 captured (kmol/hr)` is highly correlated with `CO2 in feed (kmol/hr)` and 3 other fields	High correlation
`CO2 emitted while capturing (kmol/hr)` is highly correlated with `Reboiler duty (W)` and 4 other fields	High correlation
`CO2 net captured (kmol/hr)` is highly correlated with `CO2 in feed (kmol/hr)` and 3 other fields	High correlation
`CO2 net captured (%)` is highly correlated with `Solvent circulation (kmol/hr)`	High correlation
`MWh/ton CO2 net captured` is highly correlated with `df_index` and 7 other fields	High correlation
`CO2 emitted/captured (%)` is highly correlated with `df_index` and 7 other fields	High correlation
`CO2 conc. To storage (mol%)` is highly correlated with `df_index` and 6 other fields	High correlation
`CO2 in feed (mol%)` is highly correlated with `df_index` and 8 other fields	High correlation
`CO2 in acid gas (kmol/hr)` is highly correlated with `df_index` and 6 other fields	High correlation
`CO2 from reboiler (kmol/hr)` is highly correlated with `Reboiler duty (W)` and 1 other fields	High correlation
`df_index` is highly correlated with `Run` and 13 other fields	High correlation
`Run` is highly correlated with `df_index` and 13 other fields	High correlation
`Reboiler duty (W)` is highly correlated with `df_index` and 8 other fields	High correlation
`Solvent circulation (kmol/hr)` is highly correlated with `df_index` and 8 other fields	High correlation
`CO2 in feed (kmol/hr)` is highly correlated with `df_index` and 7 other fields	High correlation
`Reboiler emission/capture emissions` is highly correlated with `df_index` and 11 other fields	High correlation
`CO2 captured (kmol/hr)` is highly correlated with `df_index` and 13 other fields	High correlation
`CO2 emitted while capturing (kmol/hr)` is highly correlated with `df_index` and 10 other fields	High correlation
`CO2 net captured (kmol/hr)` is highly correlated with `df_index` and 11 other fields	High correlation
`CO2 net captured (%)` is highly correlated with `df_index` and 12 other fields	High correlation
`MWh/ton CO2 net captured` is highly correlated with `CO2 net captured (%)` and 2 other fields	High correlation
`CO2 emitted/captured (%)` is highly correlated with `df_index` and 13 other fields	High correlation
`CO2 conc. To storage (mol%)` is highly correlated with `df_index` and 10 other fields	High correlation
`CO2 in feed (mol%)` is highly correlated with `df_index` and 7 other fields	High correlation
`CO2 in acid gas (kmol/hr)` is highly correlated with `df_index` and 10 other fields	High correlation
`CO2 from reboiler (kmol/hr)` is highly correlated with `df_index` and 8 other fields	High correlation
`df_index` has unique values	Unique
`Run` has unique values	Unique
`Reboiler emission/capture emissions` has unique values	Unique
`CO2 captured (kmol/hr)` has unique values	Unique
`CO2 emitted while capturing (kmol/hr)` has unique values	Unique
`CO2 net captured (kmol/hr)` has unique values	Unique
`CO2 net captured (%)` has unique values	Unique
`MWh/ton CO2 net captured` has unique values	Unique
`CO2 emitted/captured (%)` has unique values	Unique
`CO2 conc. To storage (mol%)` has unique values	Unique

Reproduction

Analysis started	2023-08-27 07:37:16.220999
Analysis finished	2023-08-27 07:38:13.701167
Duration	57.48 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1329.422725

Minimum	0
Maximum	2482
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	0
5-th percentile	291.8
Q1	760
median	1334
Q3	1908
95-th percentile	2367.2
Maximum	2482
Range	2482
Interquartile range (IQR)	1148

Descriptive statistics

Standard deviation	671.1404014
Coefficient of variation (CV)	0.5048359627
Kurtosis	-1.143506371
Mean	1329.422725
Median Absolute Deviation (MAD)	574
Skewness	-0.04046453472
Sum	3053684
Variance	450429.4384
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
1720	1	< 0.1%
1714	1	< 0.1%
1715	1	< 0.1%
1716	1	< 0.1%
1717	1	< 0.1%
1718	1	< 0.1%
1719	1	< 0.1%
1721	1	< 0.1%
1712	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
2482	1	< 0.1%
2481	1	< 0.1%
2480	1	< 0.1%
2479	1	< 0.1%
2478	1	< 0.1%
2477	1	< 0.1%
2476	1	< 0.1%
2475	1	< 0.1%
2474	1	< 0.1%
2473	1	< 0.1%

Run
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1330.422725

Minimum	1
Maximum	2483
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	1
5-th percentile	292.8
Q1	761
median	1335
Q3	1909
95-th percentile	2368.2
Maximum	2483
Range	2482
Interquartile range (IQR)	1148

Descriptive statistics

Standard deviation	671.1404014
Coefficient of variation (CV)	0.5044565074
Kurtosis	-1.143506371
Mean	1330.422725
Median Absolute Deviation (MAD)	574
Skewness	-0.04046453472
Sum	3055981
Variance	450429.4384
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1721	1	< 0.1%
1715	1	< 0.1%
1716	1	< 0.1%
1717	1	< 0.1%
1718	1	< 0.1%
1719	1	< 0.1%
1720	1	< 0.1%
1722	1	< 0.1%
1713	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
2483	1	< 0.1%
2482	1	< 0.1%
2481	1	< 0.1%
2480	1	< 0.1%
2479	1	< 0.1%
2478	1	< 0.1%
2477	1	< 0.1%
2476	1	< 0.1%
2475	1	< 0.1%
2474	1	< 0.1%

Reboiler duty (W)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	23
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1428167.175

Minimum	600000
Maximum	5000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	600000
5-th percentile	600000
Q1	800000
median	1050000
Q3	1300000
95-th percentile	4500000
Maximum	5000000
Range	4400000
Interquartile range (IQR)	500000

Descriptive statistics

Standard deviation	1079509.54
Coefficient of variation (CV)	0.7558705725
Kurtosis	3.106547598
Mean	1428167.175
Median Absolute Deviation (MAD)	250000
Skewness	2.039477973
Sum	3280500000
Variance	1.165340847 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
1000000	178	7.7%
800000	117	5.1%
1250000	117	5.1%
1200000	117	5.1%
1150000	117	5.1%
1100000	117	5.1%
1050000	117	5.1%
950000	117	5.1%
900000	117	5.1%
850000	117	5.1%
Other values (13)	1066	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
600000	117	5.1%
650000	117	5.1%
700000	117	5.1%
750000	116	5.1%
800000	117	5.1%
850000	117	5.1%
900000	117	5.1%
950000	117	5.1%
1000000	178	7.7%
1050000	117	5.1%

Value	Count	Frequency (%)
5000000	58	2.5%
4500000	58	2.5%
4000000	60	2.6%
3500000	60	2.6%
3000000	60	2.6%
2500000	62	2.7%
2000000	62	2.7%
1500000	62	2.7%
1300000	117	5.1%
1250000	117	5.1%

Solvent circulation (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	20
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.26033957

Minimum	10
Maximum	200
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	30
median	45
Q3	65
95-th percentile	160
Maximum	200
Range	190
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	41.47764141
Coefficient of variation (CV)	0.7372447754
Kurtosis	2.677067801
Mean	56.26033957
Median Absolute Deviation (MAD)	20
Skewness	1.684163832
Sum	129230
Variance	1720.394737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
40	214	9.3%
60	214	9.3%
65	135	5.9%
55	135	5.9%
50	135	5.9%
45	135	5.9%
35	135	5.9%
30	135	5.9%
25	135	5.9%
20	135	5.9%
Other values (10)	789	34.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	134	5.8%
15	135	5.9%
20	135	5.9%
25	135	5.9%
30	135	5.9%
35	135	5.9%
40	214	9.3%
45	135	5.9%
50	135	5.9%
55	135	5.9%

Value	Count	Frequency (%)
200	36	1.6%
180	48	2.1%
160	57	2.5%
140	54	2.4%
120	54	2.4%
100	63	2.7%
80	73	3.2%
70	135	5.9%
65	135	5.9%
60	214	9.3%

CO2 in feed (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	260.8402264

Minimum	50
Maximum	450
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	50
5-th percentile	50
Q1	150
median	250
Q3	350
95-th percentile	450
Maximum	450
Range	400
Interquartile range (IQR)	200

Descriptive statistics

Standard deviation	127.0820991
Coefficient of variation (CV)	0.4872028401
Kurtosis	-1.178341957
Mean	260.8402264
Median Absolute Deviation (MAD)	100
Skewness	-0.1092360214
Sum	599150
Variance	16149.85991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
300	276	12.0%
350	276	12.0%
450	276	12.0%
400	275	12.0%
250	267	11.6%
200	253	11.0%
150	231	10.1%
100	228	9.9%
50	215	9.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50	215	9.4%
100	228	9.9%
150	231	10.1%
200	253	11.0%
250	267	11.6%
300	276	12.0%
350	276	12.0%
400	275	12.0%
450	276	12.0%

Value	Count	Frequency (%)
450	276	12.0%
400	275	12.0%
350	276	12.0%
300	276	12.0%
250	267	11.6%
200	253	11.0%
150	231	10.1%
100	228	9.9%
50	215	9.4%

Reboiler emission/capture emissions
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4389038567

Minimum	0.1379824374
Maximum	0.7853766594
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	0.1379824374
5-th percentile	0.2565271758
Q1	0.3480690892
median	0.433338751
Q3	0.5252151122
95-th percentile	0.6394545214
Maximum	0.7853766594
Range	0.647394222
Interquartile range (IQR)	0.177146023

Descriptive statistics

Standard deviation	0.1190165412
Coefficient of variation (CV)	0.2711676815
Kurtosis	-0.5283401566
Mean	0.4389038567
Median Absolute Deviation (MAD)	0.08846126507
Skewness	0.1687366535
Sum	1008.162159
Variance	0.01416493708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5753029407	1	< 0.1%
0.2505229436	1	< 0.1%
0.2772629661	1	< 0.1%
0.2667721049	1	< 0.1%
0.2557336598	1	< 0.1%
0.2404774878	1	< 0.1%
0.2167189415	1	< 0.1%
0.2370684517	1	< 0.1%
0.2622008049	1	< 0.1%
0.2966976996	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1379824374	1	< 0.1%
0.1437038032	1	< 0.1%
0.1456712027	1	< 0.1%
0.1499494137	1	< 0.1%
0.1519050068	1	< 0.1%
0.1536029538	1	< 0.1%
0.15683535	1	< 0.1%
0.1587614315	1	< 0.1%
0.1603438536	1	< 0.1%
0.1656820315	1	< 0.1%

Value	Count	Frequency (%)
0.7853766594	1	< 0.1%
0.771346552	1	< 0.1%
0.7651011515	1	< 0.1%
0.7612595214	1	< 0.1%
0.7534046165	1	< 0.1%
0.7525707501	1	< 0.1%
0.7463654031	1	< 0.1%
0.744867772	1	< 0.1%
0.7437014755	1	< 0.1%
0.7385789665	1	< 0.1%

CO2 captured (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84.43891874

Minimum	16.25319284
Maximum	206.7390375
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	16.25319284
5-th percentile	22.41623427
Q1	46.08059727
median	78.399494
Q3	114.5290926
95-th percentile	172.5643738
Maximum	206.7390375
Range	190.4858447
Interquartile range (IQR)	68.4484953

Descriptive statistics

Standard deviation	45.17570676
Coefficient of variation (CV)	0.5350104837
Kurtosis	-0.3198173543
Mean	84.43891874
Median Absolute Deviation (MAD)	33.84204796
Skewness	0.5937698854
Sum	193956.1963
Variance	2040.844481
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.05215399	1	< 0.1%
102.2592001	1	< 0.1%
108.4110828	1	< 0.1%
107.2810677	1	< 0.1%
106.1358529	1	< 0.1%
104.902364	1	< 0.1%
103.5517831	1	< 0.1%
100.966143	1	< 0.1%
103.4700817	1	< 0.1%
110.6770358	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16.25319284	1	< 0.1%
16.25699119	1	< 0.1%
16.26011215	1	< 0.1%
16.26263858	1	< 0.1%
16.26474208	1	< 0.1%
16.26652904	1	< 0.1%
16.2680698	1	< 0.1%
16.26941461	1	< 0.1%
16.27059918	1	< 0.1%
16.27165173	1	< 0.1%

Value	Count	Frequency (%)
206.7390375	1	< 0.1%
206.7228864	1	< 0.1%
206.6552014	1	< 0.1%
206.6337121	1	< 0.1%
206.2486652	1	< 0.1%
205.8961057	1	< 0.1%
205.8771698	1	< 0.1%
205.8597476	1	< 0.1%
205.6966246	1	< 0.1%
205.2380019	1	< 0.1%

CO2 emitted while capturing (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.13914451

Minimum	3.967575333
Maximum	40.28987713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	3.967575333
5-th percentile	5.919912662
Q1	8.081988405
median	10.49368878
Q3	14.33998992
95-th percentile	30.75854103
Maximum	40.28987713
Range	36.3223018
Interquartile range (IQR)	6.258001513

Descriptive statistics

Standard deviation	7.625618832
Coefficient of variation (CV)	0.5803740743
Kurtosis	1.421902686
Mean	13.13914451
Median Absolute Deviation (MAD)	2.815045785
Skewness	1.519265799
Sum	30180.61494
Variance	58.15006257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.110878154	1	< 0.1%
10.61416118	1	< 0.1%
11.80369395	1	< 0.1%
11.50113436	1	< 0.1%
11.19772958	1	< 0.1%
11.05754603	1	< 0.1%
11.32593871	1	< 0.1%
10.35374146	1	< 0.1%
10.9215392	1	< 0.1%
12.409325	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.967575333	1	< 0.1%
4.195113647	1	< 0.1%
4.304462701	1	< 0.1%
4.399626334	1	< 0.1%
4.422601313	1	< 0.1%
4.520251871	1	< 0.1%
4.533116931	1	< 0.1%
4.602603491	1	< 0.1%
4.64891179	1	< 0.1%
4.650038893	1	< 0.1%

Value	Count	Frequency (%)
40.28987713	1	< 0.1%
39.84194508	1	< 0.1%
39.38836474	1	< 0.1%
38.97609222	1	< 0.1%
38.92209354	1	< 0.1%
38.53008902	1	< 0.1%
38.42867667	1	< 0.1%
38.08030155	1	< 0.1%
37.8985754	1	< 0.1%
37.87442072	1	< 0.1%

CO2 net captured (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.29977423

Minimum	1.841799633
Maximum	171.9075639
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	1.841799633
5-th percentile	15.15267244
Q1	37.33256114
median	67.16710679
Q3	99.33153078
95-th percentile	146.4472437
Maximum	171.9075639
Range	170.0657642
Interquartile range (IQR)	61.99896963

Descriptive statistics

Standard deviation	39.54133227
Coefficient of variation (CV)	0.5545786462
Kurtosis	-0.5162593889
Mean	71.29977423
Median Absolute Deviation (MAD)	31.09342931
Skewness	0.4731805555
Sum	163775.5814
Variance	1563.516957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.94127584	1	< 0.1%
91.64503895	1	< 0.1%
96.60738888	1	< 0.1%
95.77993333	1	< 0.1%
94.93812332	1	< 0.1%
93.84481792	1	< 0.1%
92.22584434	1	< 0.1%
90.61240157	1	< 0.1%
92.54854246	1	< 0.1%
98.2677108	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.841799633	1	< 0.1%
2.457622253	1	< 0.1%
3.466598808	1	< 0.1%
4.114529129	1	< 0.1%
4.730185587	1	< 0.1%
5.753142278	1	< 0.1%
6.38715316	1	< 0.1%
7.002720393	1	< 0.1%
8.02569428	1	< 0.1%
8.659250155	1	< 0.1%

Value	Count	Frequency (%)
171.9075639	1	< 0.1%
171.7870564	1	< 0.1%
171.7488122	1	< 0.1%
171.4768947	1	< 0.1%
171.206352	1	< 0.1%
171.1485609	1	< 0.1%
171.1346298	1	< 0.1%
171.1166342	1	< 0.1%
170.9508497	1	< 0.1%
170.8146966	1	< 0.1%

CO2 net captured (%)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.1620131

Minimum	3.683599266
Maximum	38.20168086
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	3.683599266
5-th percentile	11.73716303
Q1	23.75646162
median	30.49653082
Q3	34.30739323
95-th percentile	36.96803773
Maximum	38.20168086
Range	34.51808159
Interquartile range (IQR)	10.55093162

Descriptive statistics

Standard deviation	7.73891413
Coefficient of variation (CV)	0.2747997489
Kurtosis	-0.1573445069
Mean	28.1620131
Median Absolute Deviation (MAD)	4.438845165
Skewness	-0.9276050673
Sum	64688.1441
Variance	59.89079191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.88255167	1	< 0.1%
30.54834632	1	< 0.1%
32.20246296	1	< 0.1%
31.92664444	1	< 0.1%
31.64604111	1	< 0.1%
31.28160597	1	< 0.1%
30.74194811	1	< 0.1%
30.20413386	1	< 0.1%
30.84951415	1	< 0.1%
32.7559036	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.683599266	1	< 0.1%
4.915244506	1	< 0.1%
6.933197616	1	< 0.1%
8.229058257	1	< 0.1%
8.525104986	1	< 0.1%
8.575610445	1	< 0.1%
8.625744508	1	< 0.1%
8.676259511	1	< 0.1%
8.700591012	1	< 0.1%
8.726308014	1	< 0.1%

Value	Count	Frequency (%)
38.20168086	1	< 0.1%
38.17490142	1	< 0.1%
38.1664027	1	< 0.1%
38.10597661	1	< 0.1%
38.045856	1	< 0.1%
38.03301353	1	< 0.1%
38.02991773	1	< 0.1%
38.02591871	1	< 0.1%
37.98907772	1	< 0.1%
37.97409028	1	< 0.1%

MWh/ton CO2 net captured
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.329790442

Minimum	0.5535142927
Maximum	64.83838593
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	0.5535142927
5-th percentile	0.6295954122
Q1	0.7607586594
median	0.9570731841
Q3	1.359761603
95-th percentile	2.843046385
Maximum	64.83838593
Range	64.28487164
Interquartile range (IQR)	0.5990029433

Descriptive statistics

Standard deviation	2.133317459
Coefficient of variation (CV)	1.604250859
Kurtosis	465.6135588
Mean	1.329790442
Median Absolute Deviation (MAD)	0.2416359772
Skewness	18.79106342
Sum	3054.528645
Variance	4.551043379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.478150371	1	< 0.1%
0.6434343069	1	< 0.1%
0.6787894615	1	< 0.1%
0.667104149	1	< 0.1%
0.6552647828	1	< 0.1%
0.6545999305	1	< 0.1%
0.6822586684	1	< 0.1%
0.6348003685	1	< 0.1%
0.65560425	1	< 0.1%
0.7015599921	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.5535142927	1	< 0.1%
0.5579764365	1	< 0.1%
0.5623035019	1	< 0.1%
0.5630477497	1	< 0.1%
0.5641589362	1	< 0.1%
0.5677934151	1	< 0.1%
0.5688774007	1	< 0.1%
0.5724051902	1	< 0.1%
0.5725817236	1	< 0.1%
0.5733802846	1	< 0.1%

Value	Count	Frequency (%)
64.83838593	1	< 0.1%
47.09927193	1	< 0.1%
31.86441588	1	< 0.1%
25.95470173	1	< 0.1%
21.80156374	1	< 0.1%
16.9749618	1	< 0.1%
14.74256255	1	< 0.1%
12.92330265	1	< 0.1%
11.0124667	1	< 0.1%
10.5481147	1	< 0.1%

CO2 emitted/captured (%)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.40308806

Minimum	9.060533051
Maximum	92.10790668
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	9.060533051
5-th percentile	10.17914379
Q1	12.04434475
median	14.6956509
Q3	19.66304034
95-th percentile	33.85141808
Maximum	92.10790668
Range	83.04737363
Interquartile range (IQR)	7.618695596

Descriptive statistics

Standard deviation	8.567945005
Coefficient of variation (CV)	0.4923232577
Kurtosis	14.44169873
Mean	17.40308806
Median Absolute Deviation (MAD)	3.230226426
Skewness	2.985861767
Sum	39974.89327
Variance	73.40968161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.84691416	1	< 0.1%
10.3796638	1	< 0.1%
10.88790338	1	< 0.1%
10.72056292	1	< 0.1%
10.55037414	1	< 0.1%
10.54079776	1	< 0.1%
10.93746373	1	< 0.1%
10.25466672	1	< 0.1%
10.55526296	1	< 0.1%
11.21219493	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.060533051	1	< 0.1%
9.126907935	1	< 0.1%
9.191181042	1	< 0.1%
9.202226744	1	< 0.1%
9.218713339	1	< 0.1%
9.272596055	1	< 0.1%
9.288654227	1	< 0.1%
9.340875602	1	< 0.1%
9.343487222	1	< 0.1%
9.355299183	1	< 0.1%

Value	Count	Frequency (%)
92.10790668	1	< 0.1%
89.44910501	1	< 0.1%
85.15350135	1	< 0.1%
82.36905683	1	< 0.1%
79.69246873	1	< 0.1%
75.34208616	1	< 0.1%
72.63019396	1	< 0.1%
69.9356124	1	< 0.1%
66.4682032	1	< 0.1%
65.5013083	1	< 0.1%

CO2 conc. To storage (mol%)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9186797572

Minimum	0.794163406
Maximum	0.9327326701
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	0.794163406
5-th percentile	0.8655387239
Q1	0.9174603835
median	0.9265038887
Q3	0.9303208234
95-th percentile	0.932329562
Maximum	0.9327326701
Range	0.1385692641
Interquartile range (IQR)	0.01286043988

Descriptive statistics

Standard deviation	0.02074539049
Coefficient of variation (CV)	0.02258174334
Kurtosis	7.666325937
Mean	0.9186797572
Median Absolute Deviation (MAD)	0.004722356076
Skewness	-2.702953553
Sum	2110.207402
Variance	0.0004303712265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8690843404	1	< 0.1%
0.9268848646	1	< 0.1%
0.926825735	1	< 0.1%
0.9267624555	1	< 0.1%
0.9266927405	1	< 0.1%
0.9266107072	1	< 0.1%
0.9265129062	1	< 0.1%
0.9267920276	1	< 0.1%
0.9269649995	1	< 0.1%
0.9269373337	1	< 0.1%
Other values (2287)	2287	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.794163406	1	< 0.1%
0.7966661126	1	< 0.1%
0.8017589929	1	< 0.1%
0.8088671619	1	< 0.1%
0.8146518973	1	< 0.1%
0.8182836162	1	< 0.1%
0.81833004	1	< 0.1%
0.8220654307	1	< 0.1%
0.822367849	1	< 0.1%
0.8258293236	1	< 0.1%

Value	Count	Frequency (%)
0.9327326701	1	< 0.1%
0.9327324879	1	< 0.1%
0.9327323196	1	< 0.1%
0.9327320952	1	< 0.1%
0.9327317118	1	< 0.1%
0.9327313949	1	< 0.1%
0.9327311752	1	< 0.1%
0.9327307325	1	< 0.1%
0.9327304681	1	< 0.1%
0.9327301556	1	< 0.1%

CO2 in feed (mol%)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5216804528

Minimum	0.1
Maximum	0.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.3
median	0.5
Q3	0.7
95-th percentile	0.9
Maximum	0.9
Range	0.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2541641982
Coefficient of variation (CV)	0.4872028401
Kurtosis	-1.178341957
Mean	0.5216804528
Median Absolute Deviation (MAD)	0.2
Skewness	-0.1092360214
Sum	1198.3
Variance	0.06459943966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.6	276	12.0%
0.7	276	12.0%
0.9	276	12.0%
0.8	275	12.0%
0.5	267	11.6%
0.4	253	11.0%
0.3	231	10.1%
0.2	228	9.9%
0.1	215	9.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	215	9.4%
0.2	228	9.9%
0.3	231	10.1%
0.4	253	11.0%
0.5	267	11.6%
0.6	276	12.0%
0.7	276	12.0%
0.8	275	12.0%
0.9	276	12.0%

Value	Count	Frequency (%)
0.9	276	12.0%
0.8	275	12.0%
0.7	276	12.0%
0.6	276	12.0%
0.5	267	11.6%
0.4	253	11.0%
0.3	231	10.1%
0.2	228	9.9%
0.1	215	9.4%

CO2 in acid gas (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2275
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176.4002999

Minimum	26.65045975
Maximum	405.3605514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	26.65045975
5-th percentile	27.60332468
Q1	91.40758048
median	169.0394704
Q3	250.6642552
95-th percentile	343.610549
Maximum	405.3605514
Range	378.7100917
Interquartile range (IQR)	159.2566747

Descriptive statistics

Standard deviation	97.73696831
Coefficient of variation (CV)	0.5540635043
Kurtosis	-0.8881952004
Mean	176.4002999
Median Absolute Deviation (MAD)	79.36957948
Skewness	0.2168083303
Sum	405191.4888
Variance	9552.514975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
215.6314658	3	0.1%
309.4437634	2	0.1%
356.2437742	2	0.1%
33.72508937	2	0.1%
33.72655694	2	0.1%
33.7283474	2	0.1%
215.6279299	2	0.1%
402.8089431	2	0.1%
356.2417524	2	0.1%
262.6076192	2	0.1%
Other values (2265)	2276	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26.65045975	1	< 0.1%
26.66269144	1	< 0.1%
26.66294061	1	< 0.1%
26.66330468	1	< 0.1%
26.6639193	1	< 0.1%
26.66960151	1	< 0.1%
26.70697709	1	< 0.1%
26.70723458	1	< 0.1%
26.70759526	1	< 0.1%
26.70813819	1	< 0.1%

Value	Count	Frequency (%)
405.3605514	1	< 0.1%
404.6326821	1	< 0.1%
404.0527317	1	< 0.1%
403.5039523	1	< 0.1%
402.9555223	1	< 0.1%
402.8203268	1	< 0.1%
402.8176112	1	< 0.1%
402.8155298	1	< 0.1%
402.813818	1	< 0.1%
402.8123558	1	< 0.1%

CO2 from reboiler (kmol/hr)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2296
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.842502074

Minimum	2.454545325
Maximum	20.45454617
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.1 KiB

Quantile statistics

Minimum	2.454545325
5-th percentile	2.454545498
Q1	3.272727279
median	4.295454543
Q3	5.318181805
95-th percentile	18.40909034
Maximum	20.45454617
Range	18.00000084
Interquartile range (IQR)	2.045454526

Descriptive statistics

Standard deviation	4.416175392
Coefficient of variation (CV)	0.7558705732
Kurtosis	3.106547605
Mean	5.842502074
Median Absolute Deviation (MAD)	1.022727264
Skewness	2.039477975
Sum	13420.22727
Variance	19.50260509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.272727274	2	0.1%
4.090909113	1	< 0.1%
3.68181818	1	< 0.1%
3.272727195	1	< 0.1%
3.068181823	1	< 0.1%
2.863636366	1	< 0.1%
2.659090891	1	< 0.1%
2.45454545	1	< 0.1%
2.454545458	1	< 0.1%
2.659090902	1	< 0.1%
Other values (2286)	2286	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.454545325	1	< 0.1%
2.454545334	1	< 0.1%
2.454545338	1	< 0.1%
2.454545414	1	< 0.1%
2.454545423	1	< 0.1%
2.454545429	1	< 0.1%
2.454545432	1	< 0.1%
2.454545434	1	< 0.1%
2.454545436	1	< 0.1%
2.454545437	1	< 0.1%

Value	Count	Frequency (%)
20.45454617	1	< 0.1%
20.45454576	1	< 0.1%
20.45454548	1	< 0.1%
20.45454547	1	< 0.1%
20.45454547	1	< 0.1%
20.45454546	1	< 0.1%
20.45454546	1	< 0.1%
20.45454546	1	< 0.1%
20.45454546	1	< 0.1%
20.45454546	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	Run	Reboiler duty (W)	Solvent circulation (kmol/hr)	CO2 in feed (kmol/hr)	Reboiler emission/capture emissions	CO2 captured (kmol/hr)	CO2 emitted while capturing (kmol/hr)	CO2 net captured (kmol/hr)	CO2 net captured (%)	MWh/ton CO2 net captured	CO2 emitted/captured (%)	CO2 conc. To storage (mol%)	CO2 in feed (mol%)	CO2 in acid gas (kmol/hr)	CO2 from reboiler (kmol/hr)
0	0	1	1000000	40	50	0.575303	23.052154	7.110878	15.941276	31.882552	2.478150	30.846914	0.869084	0.1	27.050134	4.090909
1	1	2	1500000	40	50	0.648408	23.271141	9.463738	13.807403	27.614806	3.807836	40.667271	0.862486	0.1	26.724929	6.136364
2	2	3	2000000	40	50	0.696703	23.292563	11.743625	11.548939	23.097878	5.649208	50.417914	0.861902	0.1	26.709084	8.181818
3	3	4	2500000	40	50	0.729648	23.291886	14.016716	9.275170	18.550340	8.395603	60.178535	0.861859	0.1	26.708138	10.227273
4	4	5	3000000	40	50	0.753405	23.292410	16.289690	7.002720	14.005441	12.923303	69.935612	0.861837	0.1	26.707595	12.272727
5	5	6	3500000	40	50	0.771347	23.292765	18.562580	4.730186	9.460371	21.801564	79.692469	0.861821	0.1	26.707235	14.318182
6	6	7	4000000	40	50	0.785377	23.293022	20.835399	2.457622	4.915245	47.099272	89.449105	0.861811	0.1	26.706977	16.363636
7	11	12	4000000	60	50	0.761260	23.337276	21.495477	1.841800	3.683599	64.838386	92.107907	0.826601	0.1	26.662691	16.363636
8	12	13	3500000	60	50	0.744868	23.336977	19.222448	4.114529	8.229058	25.954702	82.369057	0.826626	0.1	26.662941	14.318182
9	13	14	3000000	60	50	0.724083	23.336494	16.949341	6.387153	12.774306	14.742563	72.630194	0.826661	0.1	26.663305	12.272727

Last rows

	df_index	Run	Reboiler duty (W)	Solvent circulation (kmol/hr)	CO2 in feed (kmol/hr)	Reboiler emission/capture emissions	CO2 captured (kmol/hr)	CO2 emitted while capturing (kmol/hr)	CO2 net captured (kmol/hr)	CO2 net captured (%)	MWh/ton CO2 net captured	CO2 emitted/captured (%)	CO2 conc. To storage (mol%)	CO2 in feed (mol%)	CO2 in acid gas (kmol/hr)	CO2 from reboiler (kmol/hr)
2287	2473	2474	850000	70	450	0.239346	150.693542	14.528218	136.165323	30.258961	0.592752	9.640903	0.932046	0.9	299.304925	3.477273
2288	2474	2475	900000	70	450	0.248217	151.869398	14.833069	137.036329	30.452518	0.601344	9.766990	0.932065	0.9	298.118623	3.681818
2289	2475	2476	950000	70	450	0.256726	153.051986	15.138203	137.913783	30.647507	0.609809	9.890890	0.932082	0.9	296.938077	3.886364
2290	2476	2477	1000000	70	450	0.264925	154.206475	15.441736	138.764739	30.836609	0.618222	10.013676	0.932099	0.9	295.785431	4.090909
2291	2477	2478	1050000	70	450	0.272830	155.340624	15.744053	139.596571	31.021460	0.626570	10.135181	0.932115	0.9	294.653128	4.295455
2292	2478	2479	1100000	70	450	0.280441	156.471556	16.046182	140.425374	31.205639	0.634824	10.255015	0.932129	0.9	293.522721	4.500000
2293	2479	2480	1150000	70	450	0.287800	157.572892	16.346557	141.226334	31.383630	0.643040	10.373965	0.932143	0.9	292.422553	4.704545
2294	2480	2481	1200000	70	450	0.294909	158.660094	16.646097	142.013997	31.558666	0.651192	10.491672	0.932156	0.9	291.336279	4.909091
2295	2481	2482	1250000	70	450	0.301776	159.738862	16.945129	142.793733	31.731941	0.659270	10.608019	0.932168	0.9	290.257998	5.113636
2296	2482	2483	1300000	70	450	0.308437	160.786973	17.242334	143.544640	31.898809	0.667324	10.723713	0.932179	0.9	289.210798	5.318182

Overview

Variables

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows